CURRICULUM
Hands-on. Domain-applicable. Efficiency-focused. Every session ends with a task you can use at your job tomorrow.
Every session ends with a practical task using a real work problem. No theory without application.
The same AI skills applied through your domain lens. Not generic AI - marketing AI, ops AI, finance AI.
Every session reinforces the efficiency framework: output quality per token spent. Session 03 makes this explicit. Sessions 01–08 make it automatic.
THE SESSIONS
26 sections covering tokens, embeddings, attention mechanism, RLHF, prompting frameworks, enterprise thinking, context management, and AI ethics.
WHAT YOU'LL DO
Write your first structured prompt using chain-of-thought framework.
Beyond basics. Chain-of-thought, role-based prompting, system prompts, multi-shot examples, workflow integration, domain-specific prompt libraries.
WHAT YOU'LL DO
Build a reusable 5-prompt library for your most common work tasks.
Token budgeting methodology. Cost-per-task measurement. Efficiency framework (your personal before/after baseline). Re-prompting strategy. Model selection.
WHAT YOU'LL DO
Establish your token efficiency baseline - the 'before' that your Session 08 review will measure against.
First automation. Triggers, node types, data transformation, error handling, deployment. No code required.
WHAT YOU'LL DO
Deploy your first live n8n automation on a real work task.
6 parallel tracks. Apply Sessions 01–04 to your specific domain. Marketing, Ops, Finance, Design, DevOps, Data Science. Mentor-guided.
WHAT YOU'LL DO
Map your top 3 work tasks to AI + automation workflows.
APIs, team workflows, governance, compliance considerations, AI auditing, cross-team deployment. For professionals influencing how their team uses AI.
WHAT YOU'LL DO
Draft an AI integration playbook for one team workflow.
Hallucination patterns, bias recognition, security considerations, GDPR with AI, responsible use, what to tell your stakeholders.
WHAT YOU'LL DO
Conduct an AI risk audit on one current workflow.
Your personal AI efficiency framework. Measurement, reporting, ongoing improvement. The efficiency review with your mentor.
WHAT YOU'LL DO
Complete your efficiency review with your mentor. Receive your before/after report. Apply for certification.
TOOLS
The industry-leading reasoning model. Included in the $40/month paid tier. You'll learn to use it efficiently.
Open-source workflow automation. Teaches automation logic visually. Separate subscription from €24/month.
Bring real problems. Learn from everyone's problems. Included in free tier.
Complete all 8 sessions + build your automation + pass your efficiency review → eligible for AI Readiness Certification.
Learn about certification →